Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 390 |
| Missing cells | 37 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 58.0 KiB |
| Average record size in memory | 152.3 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 4 |
BMI is highly overall correlated with Weight and 2 other fields | High correlation |
CLASS is highly overall correlated with glyhb and 1 other fields | High correlation |
Gender is highly overall correlated with Height | High correlation |
Height is highly overall correlated with Gender | High correlation |
Weight is highly overall correlated with BMI and 2 other fields | High correlation |
bp.1d is highly overall correlated with bp.1s | High correlation |
bp.1s is highly overall correlated with bp.1d | High correlation |
glyhb is highly overall correlated with CLASS and 1 other fields | High correlation |
hdl is highly overall correlated with ratio | High correlation |
hip is highly overall correlated with BMI and 2 other fields | High correlation |
ratio is highly overall correlated with hdl | High correlation |
stab.glu is highly overall correlated with CLASS and 1 other fields | High correlation |
waist is highly overall correlated with BMI and 2 other fields | High correlation |
frame has 11 (2.8%) missing values | Missing |
bp.1s has 5 (1.3%) missing values | Missing |
bp.1d has 5 (1.3%) missing values | Missing |
id has unique values | Unique |
Reproduction
| Analysis started | 2024-02-21 01:55:45.937520 |
|---|---|
| Analysis finished | 2024-02-21 01:56:54.449478 |
| Duration | 1 minute and 8.51 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIQUE
| Distinct | 390 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16003.762 |
| Minimum | 1000 |
|---|---|
| Maximum | 41752 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1250.9 |
| Q1 | 4792.25 |
| median | 15769.5 |
| Q3 | 20334.25 |
| 95-th percentile | 41026.3 |
| Maximum | 41752 |
| Range | 40752 |
| Interquartile range (IQR) | 15542 |
Descriptive statistics
| Standard deviation | 11828.808 |
|---|---|
| Coefficient of variation (CV) | 0.73912674 |
| Kurtosis | 0.113475 |
| Mean | 16003.762 |
| Median Absolute Deviation (MAD) | 5486.5 |
| Skewness | 0.81657101 |
| Sum | 6241467 |
| Variance | 1.399207 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1000 | 1 | 0.3% |
| 17794 | 1 | 0.3% |
| 20261 | 1 | 0.3% |
| 20260 | 1 | 0.3% |
| 20254 | 1 | 0.3% |
| 17849 | 1 | 0.3% |
| 17846 | 1 | 0.3% |
| 17841 | 1 | 0.3% |
| 17835 | 1 | 0.3% |
| 17834 | 1 | 0.3% |
| Other values (380) | 380 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 1001 | 1 | |
| 1002 | 1 | |
| 1003 | 1 | |
| 1005 | 1 | |
| 1008 | 1 | |
| 1011 | 1 | |
| 1015 | 1 | |
| 1016 | 1 | |
| 1022 | 1 |
| Value | Count | Frequency (%) |
| 41752 | 1 | |
| 41510 | 1 | |
| 41507 | 1 | |
| 41506 | 1 | |
| 41503 | 1 | |
| 41500 | 1 | |
| 41254 | 1 | |
| 41253 | 1 | |
| 41078 | 1 | |
| 41075 | 1 |
chol
Real number (ℝ)
| Distinct | 153 |
|---|---|
| Distinct (%) | 39.3% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 207.27506 |
| Minimum | 78 |
|---|---|
| Maximum | 443 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 78 |
|---|---|
| 5-th percentile | 144.4 |
| Q1 | 179 |
| median | 203 |
| Q3 | 229 |
| 95-th percentile | 290.8 |
| Maximum | 443 |
| Range | 365 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 44.71495 |
|---|---|
| Coefficient of variation (CV) | 0.21572759 |
| Kurtosis | 2.6657693 |
| Mean | 207.27506 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 0.9582663 |
| Sum | 80630 |
| Variance | 1999.4267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 179 | 11 | 2.8% |
| 204 | 9 | 2.3% |
| 194 | 7 | 1.8% |
| 219 | 7 | 1.8% |
| 215 | 7 | 1.8% |
| 199 | 6 | 1.5% |
| 203 | 6 | 1.5% |
| 181 | 5 | 1.3% |
| 209 | 5 | 1.3% |
| 173 | 5 | 1.3% |
| Other values (143) | 321 |
| Value | Count | Frequency (%) |
| 78 | 1 | |
| 115 | 1 | |
| 118 | 1 | |
| 122 | 1 | |
| 128 | 1 | |
| 129 | 1 | |
| 132 | 2 | |
| 134 | 2 | |
| 135 | 2 | |
| 136 | 1 |
| Value | Count | Frequency (%) |
| 443 | 1 | |
| 404 | 1 | |
| 347 | 1 | |
| 342 | 1 | |
| 337 | 1 | |
| 322 | 1 | |
| 318 | 1 | |
| 307 | 1 | |
| 306 | 1 | |
| 305 | 1 |
stab.glu
Real number (ℝ)
HIGH CORRELATION
| Distinct | 116 |
|---|---|
| Distinct (%) | 29.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.33846 |
| Minimum | 48 |
|---|---|
| Maximum | 385 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 81 |
| median | 90 |
| Q3 | 107.75 |
| 95-th percentile | 234.1 |
| Maximum | 385 |
| Range | 337 |
| Interquartile range (IQR) | 26.75 |
Descriptive statistics
| Standard deviation | 53.798188 |
|---|---|
| Coefficient of variation (CV) | 0.50120141 |
| Kurtosis | 7.9059129 |
| Mean | 107.33846 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 2.7111213 |
| Sum | 41862 |
| Variance | 2894.245 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 85 | 18 | 4.6% |
| 81 | 15 | 3.8% |
| 92 | 14 | 3.6% |
| 84 | 12 | 3.1% |
| 87 | 12 | 3.1% |
| 77 | 11 | 2.8% |
| 83 | 11 | 2.8% |
| 82 | 10 | 2.6% |
| 76 | 10 | 2.6% |
| 74 | 10 | 2.6% |
| Other values (106) | 267 |
| Value | Count | Frequency (%) |
| 48 | 1 | |
| 52 | 1 | |
| 54 | 1 | |
| 56 | 2 | |
| 57 | 1 | |
| 58 | 1 | |
| 59 | 1 | |
| 60 | 1 | |
| 62 | 1 | |
| 64 | 2 |
| Value | Count | Frequency (%) |
| 385 | 1 | |
| 371 | 1 | |
| 369 | 1 | |
| 342 | 1 | |
| 341 | 1 | |
| 330 | 1 | |
| 299 | 1 | |
| 297 | 1 | |
| 279 | 1 | |
| 270 | 2 |
hdl
Real number (ℝ)
HIGH CORRELATION
| Distinct | 75 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.267352 |
| Minimum | 12 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 29.4 |
| Q1 | 38 |
| median | 46 |
| Q3 | 59 |
| 95-th percentile | 85.6 |
| Maximum | 120 |
| Range | 108 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 17.301317 |
|---|---|
| Coefficient of variation (CV) | 0.34418595 |
| Kurtosis | 2.109795 |
| Mean | 50.267352 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.2272745 |
| Sum | 19554 |
| Variance | 299.33556 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 21 | 5.4% |
| 44 | 20 | 5.1% |
| 36 | 20 | 5.1% |
| 34 | 18 | 4.6% |
| 42 | 15 | 3.8% |
| 40 | 14 | 3.6% |
| 37 | 11 | 2.8% |
| 54 | 11 | 2.8% |
| 58 | 9 | 2.3% |
| 48 | 9 | 2.3% |
| Other values (65) | 241 |
| Value | Count | Frequency (%) |
| 12 | 1 | 0.3% |
| 14 | 1 | 0.3% |
| 23 | 1 | 0.3% |
| 24 | 5 | |
| 25 | 1 | 0.3% |
| 26 | 3 | |
| 28 | 4 | |
| 29 | 4 | |
| 30 | 5 | |
| 31 | 5 |
| Value | Count | Frequency (%) |
| 120 | 1 | 0.3% |
| 118 | 1 | 0.3% |
| 117 | 1 | 0.3% |
| 114 | 1 | 0.3% |
| 110 | 1 | 0.3% |
| 108 | 1 | 0.3% |
| 100 | 1 | 0.3% |
| 94 | 1 | 0.3% |
| 92 | 4 | |
| 91 | 1 | 0.3% |
ratio
Real number (ℝ)
HIGH CORRELATION
| Distinct | 69 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5264781 |
| Minimum | 1.5 |
|---|---|
| Maximum | 19.299999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 3.2 |
| median | 4.1999998 |
| Q3 | 5.4000001 |
| 95-th percentile | 7.3000002 |
| Maximum | 19.299999 |
| Range | 17.799999 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.7384799 |
|---|---|
| Coefficient of variation (CV) | 0.384069 |
| Kurtosis | 13.522397 |
| Mean | 4.5264781 |
| Median Absolute Deviation (MAD) | 1.0999999 |
| Skewness | 2.2409389 |
| Sum | 1760.8 |
| Variance | 3.0223125 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.599999905 | 15 | 3.8% |
| 5.300000191 | 14 | 3.6% |
| 3 | 14 | 3.6% |
| 3.099999905 | 13 | 3.3% |
| 2.900000095 | 12 | 3.1% |
| 4.300000191 | 12 | 3.1% |
| 4.099999905 | 12 | 3.1% |
| 3.299999952 | 11 | 2.8% |
| 3.900000095 | 11 | 2.8% |
| 5.099999905 | 11 | 2.8% |
| Other values (59) | 264 |
| Value | Count | Frequency (%) |
| 1.5 | 1 | 0.3% |
| 1.899999976 | 1 | 0.3% |
| 2 | 1 | 0.3% |
| 2.099999905 | 1 | 0.3% |
| 2.200000048 | 4 | 1.0% |
| 2.299999952 | 2 | 0.5% |
| 2.400000095 | 6 | |
| 2.5 | 6 | |
| 2.599999905 | 10 | |
| 2.700000048 | 7 |
| Value | Count | Frequency (%) |
| 19.29999924 | 1 | |
| 12.19999981 | 1 | |
| 10.60000038 | 1 | |
| 9.399999619 | 1 | |
| 8.899999619 | 2 | |
| 8.699999809 | 1 | |
| 8.300000191 | 1 | |
| 8 | 1 | |
| 7.900000095 | 2 | |
| 7.800000191 | 2 |
glyhb
Real number (ℝ)
HIGH CORRELATION
| Distinct | 239 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5897692 |
| Minimum | 2.6800001 |
|---|---|
| Maximum | 16.110001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2.6800001 |
|---|---|
| 5-th percentile | 3.75 |
| Q1 | 4.3800001 |
| median | 4.8400002 |
| Q3 | 5.5999999 |
| 95-th percentile | 10.9165 |
| Maximum | 16.110001 |
| Range | 13.430001 |
| Interquartile range (IQR) | 1.2199998 |
Descriptive statistics
| Standard deviation | 2.2425948 |
|---|---|
| Coefficient of variation (CV) | 0.40119632 |
| Kurtosis | 5.1064866 |
| Mean | 5.5897692 |
| Median Absolute Deviation (MAD) | 0.55999994 |
| Skewness | 2.2461247 |
| Sum | 2180.01 |
| Variance | 5.0292316 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.670000076 | 6 | 1.5% |
| 4.400000095 | 6 | 1.5% |
| 4.309999943 | 5 | 1.3% |
| 4.409999847 | 5 | 1.3% |
| 5.349999905 | 5 | 1.3% |
| 4.659999847 | 5 | 1.3% |
| 5.230000019 | 4 | 1.0% |
| 4.610000134 | 4 | 1.0% |
| 4.949999809 | 4 | 1.0% |
| 4.380000114 | 4 | 1.0% |
| Other values (229) | 342 |
| Value | Count | Frequency (%) |
| 2.680000067 | 1 | |
| 2.730000019 | 1 | |
| 2.849999905 | 2 | |
| 3.029999971 | 1 | |
| 3.329999924 | 1 | |
| 3.410000086 | 1 | |
| 3.440000057 | 1 | |
| 3.549999952 | 2 | |
| 3.559999943 | 1 | |
| 3.579999924 | 1 |
| Value | Count | Frequency (%) |
| 16.11000061 | 1 | |
| 15.52000046 | 1 | |
| 14.93999958 | 1 | |
| 14.31000042 | 1 | |
| 13.69999981 | 1 | |
| 13.63000011 | 1 | |
| 13.60000038 | 1 | |
| 13.06000042 | 1 | |
| 12.97000027 | 1 | |
| 12.73999977 | 1 |
Location
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| Louisa | |
|---|---|
| Buckingham |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 7.9487179 |
| Min length | 6 |
Characters and Unicode
| Total characters | 3100 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Buckingham |
|---|---|
| 2nd row | Buckingham |
| 3rd row | Buckingham |
| 4th row | Buckingham |
| 5th row | Buckingham |
Common Values
| Value | Count | Frequency (%) |
| Louisa | 200 | |
| Buckingham | 190 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| louisa | 200 | |
| buckingham | 190 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 390 | |
| i | 390 | |
| a | 390 | |
| L | 200 | 6.5% |
| o | 200 | 6.5% |
| s | 200 | 6.5% |
| B | 190 | 6.1% |
| c | 190 | 6.1% |
| k | 190 | 6.1% |
| n | 190 | 6.1% |
| Other values (3) | 570 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2710 | |
| Uppercase Letter | 390 | 12.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 390 | |
| i | 390 | |
| a | 390 | |
| o | 200 | |
| s | 200 | |
| c | 190 | |
| k | 190 | |
| n | 190 | |
| g | 190 | |
| h | 190 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 200 | |
| B | 190 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3100 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 390 | |
| i | 390 | |
| a | 390 | |
| L | 200 | 6.5% |
| o | 200 | 6.5% |
| s | 200 | 6.5% |
| B | 190 | 6.1% |
| c | 190 | 6.1% |
| k | 190 | 6.1% |
| n | 190 | 6.1% |
| Other values (3) | 570 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3100 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 390 | |
| i | 390 | |
| a | 390 | |
| L | 200 | 6.5% |
| o | 200 | 6.5% |
| s | 200 | 6.5% |
| B | 190 | 6.1% |
| c | 190 | 6.1% |
| k | 190 | 6.1% |
| n | 190 | 6.1% |
| Other values (3) | 570 |
Age
Real number (ℝ)
| Distinct | 68 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.774359 |
| Minimum | 19 |
|---|---|
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 34 |
| median | 44.5 |
| Q3 | 60 |
| 95-th percentile | 76 |
| Maximum | 92 |
| Range | 73 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 16.435911 |
|---|---|
| Coefficient of variation (CV) | 0.35138721 |
| Kurtosis | -0.6631611 |
| Mean | 46.774359 |
| Median Absolute Deviation (MAD) | 13.5 |
| Skewness | 0.33290667 |
| Sum | 18242 |
| Variance | 270.13919 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 16 | 4.1% |
| 36 | 13 | 3.3% |
| 41 | 12 | 3.1% |
| 43 | 12 | 3.1% |
| 37 | 11 | 2.8% |
| 38 | 11 | 2.8% |
| 63 | 11 | 2.8% |
| 60 | 10 | 2.6% |
| 50 | 10 | 2.6% |
| 20 | 10 | 2.6% |
| Other values (58) | 274 |
| Value | Count | Frequency (%) |
| 19 | 2 | 0.5% |
| 20 | 10 | |
| 21 | 6 | |
| 22 | 5 | |
| 23 | 7 | |
| 24 | 1 | 0.3% |
| 25 | 4 | 1.0% |
| 26 | 6 | |
| 27 | 9 | |
| 28 | 8 |
| Value | Count | Frequency (%) |
| 92 | 1 | 0.3% |
| 91 | 1 | 0.3% |
| 89 | 1 | 0.3% |
| 84 | 1 | 0.3% |
| 83 | 1 | 0.3% |
| 82 | 2 | |
| 81 | 1 | 0.3% |
| 80 | 2 | |
| 79 | 2 | |
| 78 | 4 |
Gender
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| female | |
|---|---|
| male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1692308 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2016 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | female |
|---|---|
| 2nd row | female |
| 3rd row | female |
| 4th row | male |
| 5th row | male |
Common Values
| Value | Count | Frequency (%) |
| female | 228 | |
| male | 162 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 228 | |
| male | 162 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 618 | |
| m | 390 | |
| a | 390 | |
| l | 390 | |
| f | 228 | 11.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2016 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 618 | |
| m | 390 | |
| a | 390 | |
| l | 390 | |
| f | 228 | 11.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2016 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 618 | |
| m | 390 | |
| a | 390 | |
| l | 390 | |
| f | 228 | 11.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 618 | |
| m | 390 | |
| a | 390 | |
| l | 390 | |
| f | 228 | 11.3% |
Height
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 3 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.979328 |
| Minimum | 52 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 52 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 63 |
| median | 66 |
| Q3 | 69 |
| 95-th percentile | 72 |
| Maximum | 76 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.9267366 |
|---|---|
| Coefficient of variation (CV) | 0.05951465 |
| Kurtosis | -0.21097518 |
| Mean | 65.979328 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.016563487 |
| Sum | 25534 |
| Variance | 15.419261 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 63 | 40 | |
| 69 | 37 | |
| 67 | 36 | |
| 65 | 33 | |
| 62 | 32 | |
| 64 | 32 | |
| 66 | 31 | |
| 68 | 26 | 6.7% |
| 70 | 22 | 5.6% |
| 71 | 21 | 5.4% |
| Other values (12) | 77 |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.3% |
| 55 | 1 | 0.3% |
| 56 | 1 | 0.3% |
| 58 | 3 | 0.8% |
| 59 | 9 | 2.3% |
| 60 | 10 | 2.6% |
| 61 | 20 | |
| 62 | 32 | |
| 63 | 40 | |
| 64 | 32 |
| Value | Count | Frequency (%) |
| 76 | 2 | 0.5% |
| 75 | 3 | 0.8% |
| 74 | 5 | 1.3% |
| 73 | 8 | 2.1% |
| 72 | 14 | 3.6% |
| 71 | 21 | |
| 70 | 22 | |
| 69 | 37 | |
| 68 | 26 | |
| 67 | 36 |
Weight
Real number (ℝ)
HIGH CORRELATION
| Distinct | 203 |
|---|---|
| Distinct (%) | 52.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.20256 |
| Minimum | 103.5 |
|---|---|
| Maximum | 322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 103.5 |
|---|---|
| 5-th percentile | 119.45 |
| Q1 | 149.5 |
| median | 172.25 |
| Q3 | 196.75 |
| 95-th percentile | 250.55 |
| Maximum | 322 |
| Range | 218.5 |
| Interquartile range (IQR) | 47.25 |
Descriptive statistics
| Standard deviation | 39.300863 |
|---|---|
| Coefficient of variation (CV) | 0.22304365 |
| Kurtosis | 0.84381342 |
| Mean | 176.20256 |
| Median Absolute Deviation (MAD) | 23.75 |
| Skewness | 0.77717299 |
| Sum | 68719 |
| Variance | 1544.5578 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 173.5 | 8 | 2.1% |
| 165 | 6 | 1.5% |
| 120 | 5 | 1.3% |
| 168.5 | 5 | 1.3% |
| 163 | 5 | 1.3% |
| 199 | 5 | 1.3% |
| 180 | 5 | 1.3% |
| 159 | 5 | 1.3% |
| 185 | 5 | 1.3% |
| 183 | 5 | 1.3% |
| Other values (193) | 336 |
| Value | Count | Frequency (%) |
| 103.5 | 1 | 0.3% |
| 104.5 | 1 | 0.3% |
| 105 | 1 | 0.3% |
| 107.5 | 1 | 0.3% |
| 109 | 2 | |
| 110 | 1 | 0.3% |
| 111 | 1 | 0.3% |
| 113 | 1 | 0.3% |
| 114 | 1 | 0.3% |
| 115 | 4 |
| Value | Count | Frequency (%) |
| 322 | 1 | |
| 317 | 1 | |
| 308 | 1 | |
| 285.5 | 1 | |
| 283.5 | 1 | |
| 280.5 | 1 | |
| 279.5 | 1 | |
| 277 | 1 | |
| 275 | 1 | |
| 272.5 | 1 |
BMI
Real number (ℝ)
HIGH CORRELATION
| Distinct | 356 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 3 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.597051 |
| Minimum | 16.00193 |
|---|---|
| Maximum | 55.26514 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 16.00193 |
|---|---|
| 5-th percentile | 19.539222 |
| Q1 | 24.132565 |
| median | 27.64079 |
| Q3 | 31.93694 |
| 95-th percentile | 40.612259 |
| Maximum | 55.26514 |
| Range | 39.26321 |
| Interquartile range (IQR) | 7.804375 |
Descriptive statistics
| Standard deviation | 6.4398836 |
|---|---|
| Coefficient of variation (CV) | 0.22519397 |
| Kurtosis | 0.93633767 |
| Mean | 28.597051 |
| Median Absolute Deviation (MAD) | 3.84694 |
| Skewness | 0.8416397 |
| Sum | 11067.059 |
| Variance | 41.472101 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.61444 | 3 | 0.8% |
| 30.69459 | 3 | 0.8% |
| 29.38395 | 3 | 0.8% |
| 27.17097 | 3 | 0.8% |
| 21.43185 | 2 | 0.5% |
| 29.0783 | 2 | 0.5% |
| 28.18891 | 2 | 0.5% |
| 27.24125 | 2 | 0.5% |
| 34.95163 | 2 | 0.5% |
| 25.05811 | 2 | 0.5% |
| Other values (346) | 363 | |
| (Missing) | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 16.00193 | 1 | |
| 16.34353 | 1 | |
| 17.21633 | 1 | |
| 17.3598 | 1 | |
| 17.91391 | 1 | |
| 17.93431 | 1 | |
| 18.02124 | 1 | |
| 18.13657 | 1 | |
| 18.55946 | 1 | |
| 18.7926 | 1 |
| Value | Count | Frequency (%) |
| 55.26514 | 1 | |
| 50.56853 | 1 | |
| 49.50579 | 1 | |
| 48.61723 | 1 | |
| 47.13746 | 1 | |
| 45.47868 | 1 | |
| 45.07773 | 1 | |
| 44.30321 | 1 | |
| 44.2077 | 1 | |
| 43.39506 | 1 |
frame
Categorical
MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 11 |
| Missing (%) | 2.8% |
| Memory size | 3.2 KiB |
| medium | |
|---|---|
| small | |
| large |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.469657 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2073 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | medium |
|---|---|
| 2nd row | large |
| 3rd row | large |
| 4th row | large |
| 5th row | medium |
Common Values
| Value | Count | Frequency (%) |
| medium | 178 | |
| small | 102 | |
| large | 99 | |
| (Missing) | 11 | 2.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 178 | |
| small | 102 | |
| large | 99 |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 458 | |
| l | 303 | |
| e | 277 | |
| a | 201 | |
| d | 178 | 8.6% |
| i | 178 | 8.6% |
| u | 178 | 8.6% |
| s | 102 | 4.9% |
| r | 99 | 4.8% |
| g | 99 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2073 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 458 | |
| l | 303 | |
| e | 277 | |
| a | 201 | |
| d | 178 | 8.6% |
| i | 178 | 8.6% |
| u | 178 | 8.6% |
| s | 102 | 4.9% |
| r | 99 | 4.8% |
| g | 99 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2073 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 458 | |
| l | 303 | |
| e | 277 | |
| a | 201 | |
| d | 178 | 8.6% |
| i | 178 | 8.6% |
| u | 178 | 8.6% |
| s | 102 | 4.9% |
| r | 99 | 4.8% |
| g | 99 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2073 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 458 | |
| l | 303 | |
| e | 277 | |
| a | 201 | |
| d | 178 | 8.6% |
| i | 178 | 8.6% |
| u | 178 | 8.6% |
| s | 102 | 4.9% |
| r | 99 | 4.8% |
| g | 99 | 4.8% |
bp.1s
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 71 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 5 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.14805 |
| Minimum | 90 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 106.4 |
| Q1 | 121 |
| median | 136 |
| Q3 | 148 |
| 95-th percentile | 179.8 |
| Maximum | 250 |
| Range | 160 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 22.997427 |
|---|---|
| Coefficient of variation (CV) | 0.16768322 |
| Kurtosis | 2.3299738 |
| Mean | 137.14805 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 1.0913893 |
| Sum | 52802 |
| Variance | 528.88167 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 140 | 35 | 9.0% |
| 130 | 30 | 7.7% |
| 110 | 26 | 6.7% |
| 138 | 19 | 4.9% |
| 120 | 18 | 4.6% |
| 150 | 17 | 4.4% |
| 142 | 16 | 4.1% |
| 122 | 13 | 3.3% |
| 136 | 13 | 3.3% |
| 118 | 12 | 3.1% |
| Other values (61) | 186 |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.3% |
| 98 | 1 | 0.3% |
| 100 | 7 | 1.8% |
| 102 | 2 | 0.5% |
| 103 | 1 | 0.3% |
| 104 | 3 | 0.8% |
| 105 | 2 | 0.5% |
| 106 | 3 | 0.8% |
| 108 | 7 | 1.8% |
| 110 | 26 |
| Value | Count | Frequency (%) |
| 250 | 1 | 0.3% |
| 230 | 1 | 0.3% |
| 220 | 1 | 0.3% |
| 218 | 1 | 0.3% |
| 212 | 1 | 0.3% |
| 200 | 1 | 0.3% |
| 199 | 1 | 0.3% |
| 190 | 5 | |
| 186 | 1 | 0.3% |
| 184 | 1 | 0.3% |
bp.1d
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 56 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 5 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.285714 |
| Minimum | 48 |
|---|---|
| Maximum | 124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 75 |
| median | 82 |
| Q3 | 90 |
| 95-th percentile | 109.6 |
| Maximum | 124 |
| Range | 76 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 13.582366 |
|---|---|
| Coefficient of variation (CV) | 0.16308158 |
| Kurtosis | 0.077513885 |
| Mean | 83.285714 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.24526787 |
| Sum | 32065 |
| Variance | 184.48065 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 90 | 37 | 9.5% |
| 80 | 28 | 7.2% |
| 78 | 22 | 5.6% |
| 82 | 21 | 5.4% |
| 70 | 17 | 4.4% |
| 86 | 16 | 4.1% |
| 100 | 16 | 4.1% |
| 88 | 15 | 3.8% |
| 75 | 14 | 3.6% |
| 72 | 14 | 3.6% |
| Other values (46) | 185 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.3% |
| 50 | 2 | 0.5% |
| 52 | 1 | 0.3% |
| 53 | 1 | 0.3% |
| 56 | 1 | 0.3% |
| 58 | 3 | |
| 59 | 1 | 0.3% |
| 60 | 6 | |
| 61 | 1 | 0.3% |
| 62 | 5 |
| Value | Count | Frequency (%) |
| 124 | 1 | 0.3% |
| 122 | 1 | 0.3% |
| 120 | 2 | 0.5% |
| 118 | 2 | 0.5% |
| 115 | 2 | 0.5% |
| 114 | 1 | 0.3% |
| 112 | 2 | 0.5% |
| 110 | 9 | |
| 108 | 1 | 0.3% |
| 106 | 1 | 0.3% |
waist
Real number (ℝ)
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.896907 |
| Minimum | 26 |
|---|---|
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 33 |
| median | 37 |
| Q3 | 41 |
| 95-th percentile | 48 |
| Maximum | 56 |
| Range | 30 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.7627235 |
|---|---|
| Coefficient of variation (CV) | 0.15206316 |
| Kurtosis | -0.15563905 |
| Mean | 37.896907 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.46717168 |
| Sum | 14704 |
| Variance | 33.208983 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 37 | 31 | 7.9% |
| 40 | 27 | 6.9% |
| 38 | 27 | 6.9% |
| 33 | 26 | 6.7% |
| 36 | 25 | 6.4% |
| 34 | 23 | 5.9% |
| 39 | 23 | 5.9% |
| 32 | 21 | 5.4% |
| 31 | 21 | 5.4% |
| 35 | 19 | 4.9% |
| Other values (20) | 145 |
| Value | Count | Frequency (%) |
| 26 | 2 | 0.5% |
| 27 | 1 | 0.3% |
| 28 | 7 | 1.8% |
| 29 | 11 | |
| 30 | 10 | 2.6% |
| 31 | 21 | |
| 32 | 21 | |
| 33 | 26 | |
| 34 | 23 | |
| 35 | 19 |
| Value | Count | Frequency (%) |
| 56 | 1 | 0.3% |
| 55 | 1 | 0.3% |
| 53 | 2 | 0.5% |
| 52 | 2 | 0.5% |
| 51 | 4 | |
| 50 | 3 | 0.8% |
| 49 | 6 | |
| 48 | 8 | |
| 47 | 7 | |
| 46 | 9 |
hip
Real number (ℝ)
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.033505 |
| Minimum | 30 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 39 |
| median | 42 |
| Q3 | 46 |
| 95-th percentile | 54 |
| Maximum | 64 |
| Range | 34 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.6492126 |
|---|---|
| Coefficient of variation (CV) | 0.13127475 |
| Kurtosis | 0.87799803 |
| Mean | 43.033505 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.79830729 |
| Sum | 16697 |
| Variance | 31.913603 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 39 | 35 | 9.0% |
| 41 | 35 | 9.0% |
| 40 | 33 | 8.5% |
| 38 | 28 | 7.2% |
| 43 | 28 | 7.2% |
| 42 | 27 | 6.9% |
| 47 | 22 | 5.6% |
| 44 | 21 | 5.4% |
| 46 | 20 | 5.1% |
| 45 | 20 | 5.1% |
| Other values (22) | 119 |
| Value | Count | Frequency (%) |
| 30 | 1 | 0.3% |
| 32 | 1 | 0.3% |
| 33 | 8 | 2.1% |
| 34 | 5 | 1.3% |
| 35 | 11 | 2.8% |
| 36 | 6 | 1.5% |
| 37 | 15 | |
| 38 | 28 | |
| 39 | 35 | |
| 40 | 33 |
| Value | Count | Frequency (%) |
| 64 | 1 | 0.3% |
| 62 | 2 | 0.5% |
| 60 | 1 | 0.3% |
| 59 | 1 | 0.3% |
| 58 | 5 | |
| 57 | 2 | 0.5% |
| 56 | 1 | 0.3% |
| 55 | 2 | 0.5% |
| 54 | 6 | |
| 53 | 5 |
time.ppn
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 3 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 336.12403 |
| Minimum | 5 |
|---|---|
| Maximum | 1560 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 16.5 |
| Q1 | 90 |
| median | 240 |
| Q3 | 480 |
| 95-th percentile | 900 |
| Maximum | 1560 |
| Range | 1555 |
| Interquartile range (IQR) | 390 |
Descriptive statistics
| Standard deviation | 308.90428 |
|---|---|
| Coefficient of variation (CV) | 0.91901873 |
| Kurtosis | 1.2540882 |
| Mean | 336.12403 |
| Median Absolute Deviation (MAD) | 180 |
| Skewness | 1.2730393 |
| Sum | 130080 |
| Variance | 95421.855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 720 | 36 | 9.2% |
| 60 | 35 | 9.0% |
| 240 | 30 | 7.7% |
| 180 | 25 | 6.4% |
| 120 | 20 | 5.1% |
| 300 | 19 | 4.9% |
| 30 | 17 | 4.4% |
| 90 | 16 | 4.1% |
| 210 | 15 | 3.8% |
| 150 | 12 | 3.1% |
| Other values (50) | 162 |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.3% |
| 10 | 11 | 2.8% |
| 15 | 8 | 2.1% |
| 20 | 5 | 1.3% |
| 30 | 17 | |
| 40 | 1 | 0.3% |
| 45 | 3 | 0.8% |
| 60 | 35 | |
| 75 | 1 | 0.3% |
| 80 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 1560 | 1 | 0.3% |
| 1440 | 3 | |
| 1320 | 1 | 0.3% |
| 1260 | 1 | 0.3% |
| 1200 | 1 | 0.3% |
| 1170 | 1 | 0.3% |
| 1140 | 1 | 0.3% |
| 1080 | 1 | 0.3% |
| 1020 | 4 | |
| 990 | 1 | 0.3% |
CLASS
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| N | |
|---|---|
| Y | |
| P | 25 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 390 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | Y |
Common Values
| Value | Count | Frequency (%) |
| N | 298 | |
| Y | 67 | 17.2% |
| P | 25 | 6.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| n | 298 | |
| y | 67 | 17.2% |
| p | 25 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 298 | |
| Y | 67 | 17.2% |
| P | 25 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 390 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 298 | |
| Y | 67 | 17.2% |
| P | 25 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 390 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 298 | |
| Y | 67 | 17.2% |
| P | 25 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 298 | |
| Y | 67 | 17.2% |
| P | 25 | 6.4% |
| Age | BMI | CLASS | Gender | Height | Location | Weight | bp.1d | bp.1s | chol | frame | glyhb | hdl | hip | id | ratio | stab.glu | time.ppn | waist | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.014 | 0.269 | 0.071 | -0.067 | 0.000 | -0.007 | 0.084 | 0.467 | 0.283 | 0.176 | 0.430 | -0.051 | 0.036 | -0.068 | 0.191 | 0.339 | -0.040 | 0.166 |
| BMI | 0.014 | 1.000 | 0.034 | 0.262 | -0.248 | 0.000 | 0.835 | 0.195 | 0.160 | 0.129 | 0.314 | 0.211 | -0.244 | 0.878 | -0.018 | 0.315 | 0.184 | -0.027 | 0.806 |
| CLASS | 0.269 | 0.034 | 1.000 | 0.000 | 0.051 | 0.084 | 0.167 | 0.022 | 0.249 | 0.140 | 0.104 | 0.734 | -0.180 | 0.158 | -0.060 | 0.224 | 0.525 | 0.037 | 0.269 |
| Gender | 0.071 | 0.262 | 0.000 | 1.000 | 0.709 | 0.000 | 0.101 | 0.059 | 0.070 | -0.028 | 0.205 | 0.062 | -0.135 | -0.282 | 0.017 | 0.111 | 0.037 | 0.046 | -0.047 |
| Height | -0.067 | -0.248 | 0.051 | 0.709 | 1.000 | 0.041 | 0.278 | 0.056 | 0.012 | -0.118 | 0.118 | 0.036 | -0.140 | -0.115 | -0.006 | 0.065 | 0.028 | 0.008 | 0.061 |
| Location | 0.000 | 0.000 | 0.084 | 0.000 | 0.041 | 1.000 | -0.004 | 0.085 | -0.007 | 0.090 | 0.118 | -0.077 | 0.018 | 0.081 | 0.393 | 0.009 | 0.003 | -0.185 | -0.033 |
| Weight | -0.007 | 0.835 | 0.167 | 0.101 | 0.278 | -0.004 | 1.000 | 0.185 | 0.149 | 0.065 | 0.309 | 0.229 | -0.324 | 0.807 | -0.023 | 0.354 | 0.206 | -0.026 | 0.839 |
| bp.1d | 0.084 | 0.195 | 0.022 | 0.059 | 0.056 | 0.085 | 0.185 | 1.000 | 0.590 | 0.183 | 0.000 | 0.053 | 0.057 | 0.188 | 0.041 | 0.037 | 0.086 | -0.054 | 0.193 |
| bp.1s | 0.467 | 0.160 | 0.249 | 0.070 | 0.012 | -0.007 | 0.149 | 0.590 | 1.000 | 0.208 | 0.159 | 0.285 | -0.030 | 0.177 | -0.005 | 0.121 | 0.272 | -0.040 | 0.227 |
| chol | 0.283 | 0.129 | 0.140 | -0.028 | -0.118 | 0.090 | 0.065 | 0.183 | 0.208 | 1.000 | 0.060 | 0.229 | 0.146 | 0.116 | 0.022 | 0.400 | 0.135 | 0.001 | 0.117 |
| frame | 0.176 | 0.314 | 0.104 | 0.205 | 0.118 | 0.118 | 0.309 | 0.000 | 0.159 | 0.060 | 1.000 | -0.270 | 0.236 | -0.403 | 0.183 | -0.286 | -0.209 | -0.111 | -0.491 |
| glyhb | 0.430 | 0.211 | 0.734 | 0.062 | 0.036 | -0.077 | 0.229 | 0.053 | 0.285 | 0.229 | -0.270 | 1.000 | -0.192 | 0.225 | -0.079 | 0.292 | 0.531 | 0.031 | 0.313 |
| hdl | -0.051 | -0.244 | -0.180 | -0.135 | -0.140 | 0.018 | -0.324 | 0.057 | -0.030 | 0.146 | 0.236 | -0.192 | 1.000 | -0.219 | 0.041 | -0.813 | -0.202 | 0.035 | -0.307 |
| hip | 0.036 | 0.878 | 0.158 | -0.282 | -0.115 | 0.081 | 0.807 | 0.188 | 0.177 | 0.116 | -0.403 | 0.225 | -0.219 | 1.000 | 0.049 | 0.295 | 0.200 | -0.057 | 0.833 |
| id | -0.068 | -0.018 | -0.060 | 0.017 | -0.006 | 0.393 | -0.023 | 0.041 | -0.005 | 0.022 | 0.183 | -0.079 | 0.041 | 0.049 | 1.000 | -0.033 | -0.053 | -0.173 | -0.027 |
| ratio | 0.191 | 0.315 | 0.224 | 0.111 | 0.065 | 0.009 | 0.354 | 0.037 | 0.121 | 0.400 | -0.286 | 0.292 | -0.813 | 0.295 | -0.033 | 1.000 | 0.248 | -0.019 | 0.371 |
| stab.glu | 0.339 | 0.184 | 0.525 | 0.037 | 0.028 | 0.003 | 0.206 | 0.086 | 0.272 | 0.135 | -0.209 | 0.531 | -0.202 | 0.200 | -0.053 | 0.248 | 1.000 | -0.103 | 0.246 |
| time.ppn | -0.040 | -0.027 | 0.037 | 0.046 | 0.008 | -0.185 | -0.026 | -0.054 | -0.040 | 0.001 | -0.111 | 0.031 | 0.035 | -0.057 | -0.173 | -0.019 | -0.103 | 1.000 | -0.007 |
| waist | 0.166 | 0.806 | 0.269 | -0.047 | 0.061 | -0.033 | 0.839 | 0.193 | 0.227 | 0.117 | -0.491 | 0.313 | -0.307 | 0.833 | -0.027 | 0.371 | 0.246 | -0.007 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| id | chol | stab.glu | hdl | ratio | glyhb | Location | Age | Gender | Height | Weight | BMI | frame | bp.1s | bp.1d | waist | hip | time.ppn | CLASS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1000 | 203.0 | 82 | 56.0 | 3.6 | 4.31 | Buckingham | 46 | female | 62.0 | 120.0 | 21.94589 | medium | 118.0 | 59.0 | 29.0 | 38.0 | 720.0 | N |
| 1 | 1001 | 165.0 | 97 | 24.0 | 6.9 | 4.44 | Buckingham | 29 | female | 64.0 | 218.0 | 37.41553 | large | 112.0 | 68.0 | 46.0 | 48.0 | 360.0 | N |
| 2 | 1002 | 228.0 | 92 | 37.0 | 6.2 | 4.64 | Buckingham | 58 | female | 61.0 | 249.5 | 47.13746 | large | 190.0 | 92.0 | 49.0 | 57.0 | 180.0 | N |
| 3 | 1003 | 78.0 | 93 | 12.0 | 6.5 | 4.63 | Buckingham | 67 | male | 67.0 | 120.0 | 18.79260 | large | 110.0 | 50.0 | 33.0 | 38.0 | 480.0 | N |
| 4 | 1005 | 249.0 | 90 | 28.0 | 8.9 | 7.72 | Buckingham | 64 | male | 68.0 | 181.0 | 27.51795 | medium | 138.0 | 80.0 | 44.0 | 41.0 | 300.0 | Y |
| 5 | 1008 | 248.0 | 94 | 69.0 | 3.6 | 4.81 | Buckingham | 34 | male | 71.0 | 188.0 | 26.21781 | large | 132.0 | 86.0 | 36.0 | 42.0 | 195.0 | N |
| 6 | 1011 | 195.0 | 92 | 41.0 | 4.8 | 4.84 | Buckingham | 30 | male | 69.0 | 185.5 | 27.39057 | medium | 161.0 | 112.0 | 46.0 | 49.0 | 720.0 | N |
| 7 | 1015 | 227.0 | 75 | 44.0 | 5.2 | 3.94 | Buckingham | 37 | male | 59.0 | 170.0 | 34.33209 | medium | NaN | NaN | 34.0 | 39.0 | 1020.0 | N |
| 8 | 1016 | 177.0 | 87 | 49.0 | 3.6 | 4.84 | Buckingham | 45 | male | 69.0 | 166.0 | 24.51124 | large | 160.0 | 80.0 | 34.0 | 40.0 | 300.0 | N |
| 9 | 1022 | 263.0 | 89 | 40.0 | 6.6 | 5.78 | Buckingham | 55 | female | 63.0 | 200.0 | 35.42454 | small | 108.0 | 72.0 | 45.0 | 50.0 | 240.0 | Y |
| id | chol | stab.glu | hdl | ratio | glyhb | Location | Age | Gender | Height | Weight | BMI | frame | bp.1s | bp.1d | waist | hip | time.ppn | CLASS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 380 | 41075 | 221.0 | 126 | 48.0 | 4.6 | 5.530000 | Louisa | 59 | female | 62.0 | 173.5 | 31.73010 | medium | 130.0 | 78.0 | 39.0 | 45.0 | 60.0 | N |
| 381 | 41078 | 210.0 | 81 | 81.0 | 2.6 | 4.960000 | Louisa | 78 | male | 66.0 | 145.0 | 23.40106 | large | 110.0 | 70.0 | 38.0 | 39.0 | 540.0 | N |
| 382 | 41253 | 192.0 | 85 | 69.0 | 2.8 | 4.380000 | Louisa | 51 | male | 65.0 | 143.0 | 23.79385 | large | 130.0 | 110.0 | NaN | NaN | 60.0 | N |
| 383 | 41254 | 169.0 | 104 | 58.0 | 2.9 | 4.820000 | Louisa | 25 | female | 60.0 | 150.0 | 29.29167 | medium | 140.0 | 95.0 | 40.0 | 42.0 | 60.0 | N |
| 384 | 41500 | 179.0 | 85 | 50.0 | 3.6 | 4.990000 | Louisa | 37 | male | 66.0 | 137.5 | 22.19066 | medium | 190.0 | 94.0 | 33.0 | 39.0 | 480.0 | N |
| 385 | 41503 | 301.0 | 90 | 118.0 | 2.6 | 4.280000 | Louisa | 89 | female | 61.0 | 118.0 | 22.29347 | medium | 218.0 | 90.0 | 31.0 | 41.0 | 210.0 | N |
| 386 | 41506 | 296.0 | 369 | 46.0 | 6.4 | 16.110001 | Louisa | 53 | male | 69.0 | 181.0 | 26.72611 | medium | 138.0 | 94.0 | 35.0 | 39.0 | 210.0 | Y |
| 387 | 41507 | 284.0 | 89 | 54.0 | 5.3 | 4.390000 | Louisa | 51 | female | 63.0 | 154.0 | 27.27690 | medium | 140.0 | 100.0 | 32.0 | 43.0 | 180.0 | N |
| 388 | 41510 | 194.0 | 269 | 38.0 | 5.1 | 13.630000 | Louisa | 29 | female | 69.0 | 168.5 | 24.88038 | small | 120.0 | 70.0 | 33.0 | 40.0 | 20.0 | Y |
| 389 | 41752 | 199.0 | 76 | 52.0 | 3.8 | 4.490000 | Louisa | 41 | female | 63.0 | 193.0 | 34.18468 | medium | 120.0 | 78.0 | 41.0 | 48.0 | 255.0 | N |